Welcome to Part 5 of our comprehensive SAS programming tutorial series! In this installment, we’ll dive deep into one of the most essential skills for any SAS programmer: reading data from external...
Welcome to Part 4 of our comprehensive SAS programming tutorial series! Now that you’ve mastered the DATA step, it’s time to dive deep into the details that make your data accurate, readable, and p...
Welcome to Part 3 of our comprehensive SAS programming tutorial series! Now that you understand the fundamentals of SAS and the difference between DATA and PROC steps, it’s time to dive deep into t...
Welcome to Part 2 of our comprehensive SAS programming tutorial series! Now that you’ve written your first SAS programs, it’s time to build a solid foundation by understanding the core concepts tha...
Welcome to the first part of our comprehensive SAS programming tutorial series! Whether you’re a complete beginner or someone looking to add SAS to your data analytics toolkit, this guide will help...
High-Fidelity Synthetic Data Generation: A Comprehensive Framework for Privacy-Preserving Data Synthesis Introduction In today’s data-driven world, organizations face a critical challenge: how to...
Substitution Rates in GLMs: A Mathematical Guide to Ratio Confidence IntervalsIntroduction: The Power of Substitution RatesWhen analyzing complex systems—whether in medicine, finance, or economics—...
Tabular Transformers for Clinical Biostatistics Data This notebook demonstrates how to apply Tabular Transformers to a clinical biostatistics dataset with a mix of numerical and categorical featur...
Portfolio Optimization Using Mixed Models Executive Summary This tutorial explores how mixed linear models from genomic prediction can enhance portfolio optimization. The key insight is that just...
This notebook contains the complete implementation and usage example of the HierarchicalRulesExplorer class for near-deterministic association rule discovery and anomaly detection in structured dat...